Discover → Analyze → Supervise
The Product

One console for all enterprise AI.

See every AI tool, agent, and model in your environment, understand how they're being used, and intervene before risk becomes an incident, all from a single console.

The Console

Unified control.

A unified record of every AI interaction, bringing together inventory, telemetry, and processing in one place. Every prompt, file, session, and action, captured once.

  • Inventory & discovery: every AI tool, agent & model, sanctioned or unsanctioned.
  • Identity & skills: every action tied to a real identity.
  • Policies & Enforcement: detect, investigate, and respond in real time.
AI tools & agents
142▲ 12
Sessions / 24h
3.8k
Detections
6●
AI inventoryone unified record
GPTChatGPTSanctioned1.2k
⌥CursorEndpoint540
RARiskAnalystAgentAgent318
?Unknown LLM toolShadow44
Coverage

AI runs everywhere. So does Classie.

From browsers and endpoints to cloud infrastructure, Classie provides one supervision layer across every AI surface.

Browser
Web AI apps & copilots, prompts, pasted data
Endpoint
Local files, downloads, IDE copilots, desktop apps
Infrastructure
Cloud, network, model APIs & autonomous agents

Data & model sovereignty.

Classie runs inside your environment, so your data never leaves the boundaries you control. Your models, data, and IP remain yours.

Single-tenant SaaS · on-prem
01Discover

Know every AI.

Every tool, agent, and model your people use, sanctioned or unsanctioned, mapped the moment it appears.

AgentsGenAI appsShadow AIAI Posture

See what every AI can access and whose identity it uses.

One unified view of who uses AI, what it can access, and the identity it operates under across users, AI, data, and tools.

Live · dev-financial-agent
UserRiley · Platform
AI agentmodel · orchestrator
Google Drivesanctioned repo
CalculatorMCP server
unsanctioned.aiunsanctioned
AIDataToolShadow
AI Posture · the 3 C's
Connectivityagents · apps · users
Configurationmodels · MCP tools · data scopes
Credentialskeys · tokens · identities in use

AI Posture. One unified view.

See agents, detections, and AI adoption in one unified dashboard, prioritized by risk across sanctioned and unsanctioned AI.

AI Agents

176 discovered · since Mar 2Connectivity + Configuration + Credentials
AI Agents
176▲ 8
GenAI Apps
203▲ 49
Shadow
7●
AgentFrameworkTracesRiskCost
dev-financial-agent● LangGraph190High$24.10
ask-classie● OpenAI95Low$11.62
dev-sales-marketing-agent● Google ADK60Medium$8.04
ClaudeCode-runner● MS Agent Fwk129Low$6.30
dev-search-agent● LangChain42Low$3.20
dev-weather-agent● CrewAI18Low$1.10
Detections · 265 events
Events Severity
CriticalHighMedLow
1,628Total
Traces Breakdown
SafeUnsafe
Top GenAI Apps
Claude250
ChatGPT215
Gemini92
Workspace Gemini88
NotebookLM70
Grok60
M365 Copilot55
Google AI Mode40
02Analyze

Understand it.

See what every AI is doing, why it's doing it, the risks it creates, and what it's costing you, in real time, before the bill arrives.

BehaviorRiskCostEfficacyAI MonitorToken IQ

Behavior and risk, scored in real time.

AI Monitor reads intent, not just text. Usage becomes behavior, and behavior becomes a risk score your board can read at a glance.

The fundamental input
Usage

What AI is used for, and by whom.

RoleWhat forFrom whereHow much
produces
IntentWhat they're trying to do
EventsActions triggered
ViolationsPolicy breaches
over time
Summed over time
Behavior

Intent, events, and violations, aggregated across users and agents.

scored
The output
Risk Score
62/100High
Weighted across behavior

GenAI Usage by Intent

Classified across every interaction
Legal & Compliance57%29%
Technical Development58%35%
Finance & Operations57%22%21%
Content & Communication96%
Knowledge & Analysis59%38%
Operations & Productivity60%40%

Classified by intent, not keywords.

Every interaction is classified by intent, giving you a clear view of how AI is actually being used across your organization.

Token IQ. Where your AI spend goes.

See AI spend by agent, model, user, team, and kind of work in one view, calculated from real token counts rather than what each tool reports about itself.

Token IQ

last 30 daysEarly access
AI spend
$15,232
!$3,837flagged for review
By agent · change vs prior 30 days
Claude Code77%$11,737▼ 46%
Codex19%$2,909▲ 18%
Others4%$586▼ 9%
By work type
Feature 27%Investigation 23%Code Review 15%Bug Fix 11%Other 24%

Spend Over Time

Daily · last 30 days
$1.5k$1k$500$0
08-3109-1009-2009-30
Today · unusual for this tenant$1,539.88
Top sessionsTurnsCost
sess_2c91claude-code · Marcus L.41$96.20
sess_b04ecodex · Priya S.23$48.35

Spikes caught in real time, down to the session.

Unusual spend is flagged in real time, not at the invoice. Token IQ breaks the spike down to individual sessions, so you can open the one that drove the cost and see what it did, turn by turn.

03Supervise

Stay in control.

Step in before anything goes wrong, enforce your policies across every model and cloud, and keep them current automatically.

EnforceProtectGovernAI Supervisor

One policy framework. Any model or cloud.

One consistent governance framework across every model and cloud, so you maintain optionality instead of inheriting vendor lock-in.

Portable governance

Your governance travels with you.

One Classie posture across every model and cloud, so you keep your optionality instead of inheriting theirs.

ModelsGPTClaudeGeminiLlama
CloudsAWSAzureGCP+ any
Policy controls

Set once. Enforced everywhere.

One policy set across the console, authored once and enforced everywhere your AI runs.

App connections1/1 enabled· 1 warning
Block all app connections
Catch-all rule that blocks every third-party app connection initiated from an AI service.
ACTIONBlockWarnOffSEVERITYMedium
Personal Accounts3/3 enabled· 2 warning
Block personal account login
Prevents users from logging in to AI services with personal Google, Microsoft, or social accounts.
ACTIONBlockWarnOffSEVERITYMedium
Block file uploads on personal account
Blocks file uploads when the active session is using a personal account.
ACTIONBlockWarnOffSEVERITYHigh

Your rules. Enforced inline.

Set policies that govern every AI surface — block unsanctioned apps, lock down personal accounts, control what gets shared. One rule set, live everywhere.

Ask Classie · Early Access

Query your entire AI estate in plain language.

No dashboards to learn. Ask Classie questions about agents, detections, risk, and policies, then see exactly where every answer came from.

Ask Classie EARLY ACCESS
How can I help you today?
Ask anything about your agent systems, detections, risk scores, and policies.
Agents
How many agent systems do we have?
Risk
Show me the top 5 riskiest agents.
Detections
What security issues were detected this week?
Detections
How many PII detections in the last 24 hours?
Analytics
Summarize today's AI activity.
Policies
What policies are enabled?
Policy Hub

One rule set. Create once.
Enforce everywhere.

Policy Hub is the bridge: it reads detections and risk signals, and turns them into the actions enforced in real time. No copies, no drift.

PIIFinancialCredentialsSource CodePCILegal
Policy Hub
StopAllowReRouteRedactMaskAlert
Sensitive Data Detectors

Confidential data, classified out of the box.

Predefined detectors find PII, credentials, financials, and IP across every AI interaction. Toggle what matters for your org, by severity.

Enabled
11/12
Critical
2
High
6
Disabled
1
Critical
PII Detection
Names, identifiers, and contact data.
Critical
Business Operations
Internal business and operational content.
High
Credentials
API keys, tokens, and auth secrets.
High
Financial Information
Revenue, accounts, and financial records.
High
Intellectual Property
Trade secrets and proprietary IP.
High
Health Information
PHI and protected health records.
High
Legal / Compliance
Contracts, legal, and compliance text.
Medium
Source Code
Source code and proprietary logic.
Medium
Customer Records
Customer accounts and CRM data.
Medium
Human Resources
Personnel and HR-sensitive content.
Medium
Marketing Information
Campaign and marketing material.
High
Payment Card (PCI)
Cardholder data and PCI patterns.
Coverage

We govern the AI your teams already use.

From chat assistants to coding copilots to autonomous agents: one supervision layer across every model and tool, sanctioned or unsanctioned.

Integrations

Plugs into the stack you already run on.

Classie isn't a replacement, it's the supervision layer over your existing stack. Identity in, decisions out. No rip-and-replace.

Preferred partner
Google CloudMicrosoft Azureaws
Identity & SSO
Auth0Microsoft Entra IDGoogle Cloud Identity
Connects through your IdP and runs in your environment, so your data never leaves the perimeter you govern.
Get started

Ready to supervise your AI?

AI behaves differently from traditional software. See how Classie gives you the visibility and supervision to operate AI safely at scale.

See how teams put Classie to work →